Trustworthiness Prediction on Adversarial ImageNet (val)
6.16AccuracySteep Slope Loss (SS)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Steep Slope Loss (SS)Loss=SS, Backbone=ViT2021.09 | 6.16 | 90.07 | 90.09 | 13.07 | 65.36 | 87.1 | 2,433 | |
| Focal LossLoss=Focal, Backbone=ViT2021.09 | 6.15 | 93.67 | 93.48 | 6.56 | 52.39 | 99.06 | 143 | |
| Cross Entropy (CE)Loss=CE, Backbone=ViT2021.09 | 6.14 | 94.35 | 93.7 | 6.32 | 51.28 | 99.97 | 6 | |
| Trust Score (TCP)Loss=TCP, Backbone=ViT2021.09 | 6.11 | 93.94 | 92.77 | 7.55 | 55.81 | 99.71 | 0 |